کنفرانس مهندسی برق ایران

صفحه اصلی / بیست و نهمین کنفرانس مهندسی برق ایران

Optimized ANFIS-based Control Design Using Genetic Algorithm to Obtain the Vaccination and Isolation Rates for the COVID-19

نویسندگان :

Zohreh Abbasi¹ Mohsen Shafieirad² Amir Hossein Amiri Mehra³ Iman Zamani⁴

1- دانشگاه کاشان 2- دانشگاه کاشان 3- دانشگاه کاشان 4- دانشگاه شاهد

کلمات کلیدی :

ANFIS, COVID-19, Genetic Algorithm, Isolation, SEIAR Epidemic Model, Vaccination

چکیده :

In this work, an Adaptive-Network-based Fuzzy Inference System (ANFIS) control is designed and optimized with the Genetic Algorithm (GA) to control the COVID-19 described by the SEIAR (Susceptible – Exposed – Infected – Asymptomatic - Recovered) epidemic model. This work aims to reduce the number of infected and susceptible people by isolation and vaccination, respectively. In this regard, the ANFIS-based controller is designed. The GA is employed to generate an optimal data set by minimizing the appropriate objective function to train the ANFIS algorithm. The obtained results are evaluated via simulation in MATLAB® software to show the capability of the controller in overcoming the outbreak.

لیست مقالات

لیست مقالات بایگانی شده

Performance Analysis of an UAV-assisted cognitive D2D communication-based Disaster Response Network

Hossein Mohammadi Firozjae - Javad Zeraatkar Moghaddam - Mehrdad Ardebilipour

Fractional-Order Model Prediction Attitude Control For Unmanned Aerial Vehicles

Hossein Hassanzadeh Yaghini

ارتقای تاب آوری بارهای شبکه های توزیع تحت رویدادهای HILP از طریق امکان سنجی تشکیل ریزشبکه

محمدحسین تاجمیری - محسن حمزه

A Multilevel Ac-Ac Converter with Input-series and Output-Parallel as Dynamic Voltage Restorer

Seyed mohsen Mortazavi - Reza Beiranvand

SGG-Net: Skeleton and Graph-Based Neural Network Approaches for Grasping Objects

AliReza Beigy - Farbod Azimmohseni - Ali Sabzejou - Mehdi Tale Masouleh - Ahmad Kalhor

Study of Performance Characteristics of a Line-Start Synchronous Reluctance Motor Over its Synchronization Region

Ali Jamali-Fard - Mojtaba Mirsalim

Design of a Plant Row Detection Algorithm for Agricultural Images Using Dynamic Stripping and Adaptive Parameters

Ali Pahlavan - Saeed Khankalantary

Sliding Mode Control for a Platoon of vehicular with DoS attacks and Obstacles

Tara Rajabi Nezhad Siahpoosh - Hanie Marufkhani - Mohammad A. Khosravi

A Digital Method for Offset Cancellation of Fully Dynamic Latched Comparators

Alireza Ahrar - Mohammad Yavari

A Design Methodology for Submicron Low-Voltage Bandgap Voltage Reference

Mehdi Samavati - Samad Sheikhaei - Mohsen Jalali

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 40.4.2